A Virtual Reality Environment for Genomic Data Visualization
A Virtual Reality Environment for Genomic Data Visualization
批准号:
7218900
负责人:
Fatima Aziz Merchant
金额:
$12.37万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2007
资助国家:
美国
项目状态:
已结题
起止时间:
2007-09-13 至 2009-05-31
关键词:
3-DimensionalArchitectureAreaBehaviorBioinformaticsBiomedical ResearchChemicalsClassCognitionColorComplexComputer softwareDNADNA Microarray ChipDNA Microarray formatDataData AnalysesData DisplayDatabasesDevelopmentDiagnosticDimensionsDiscriminant AnalysisDiseaseEnvironmentFaceFocus GroupsGene ExpressionGenesGeneticGenomicsHumanImageryInvestmentsMapsMarketingMethodsMolecular BiologyNumbersOutcomePattern RecognitionPattern Recognition SystemsPerceptionPharmaceutical PreparationsPharmacologic SubstancePhasePhase I Clinical TrialsPliabilityPositioning AttributePrimary Health CarePrincipal Component AnalysisProteomicsRateResearchResearch PersonnelScienceScientistShapesStatistical MethodsSystemTechniquesTechnologyTextureTimeWalkingWorkabstractingbasecommercial applicationcostcost effectivedata miningdesigndrug discoveryimprovedindependent component analysisinnovationinstrumentmecarzolenext generationprototyperesearch facilityresearch studysizetechnological innovationtheoriestoolvirtualvirtual reality
中文摘要
点击翻译按钮获取中文摘要
英文摘要
DESCRIPTION (provided by applicant): This project will develop a new virtual reality display environment for visualization of multi-channel, multi- dimensional data from genomic experiments. The advent of genomics and DNA micro arrays has changed the situation in research drastically. Researchers now must sift through reams of experimental data to detect relationships among groups of genes. Therefore, new data visualization tools are required to support modern science. Our approach is to combine statistical data projection with virtual reality (VR) display technology in a flexible way that projects N-dimensional data (3=N) to M dimensions (3=M=10), and displays it to the investigator in a 3-D virtual space. A unique feature of the proposed system is that it will provide the investigator the option to select among a number of data projection techniques, including principal component analysis (PCA), linear discriminant analysis (LDA), singular value decomposition (SVD), multi-dimensional scaling (MDS), projection pursuit (PP), self-organizing maps (SOMs), independent component analysis (ICA), and others. Data will be displayed as iconic objects floating in space that differ in size, shape, color, texture, position, orientation and spin. The VR display will be implemented as a workstation-based fly-through environment in this Phase I study. The aim of the Phase I project is to demonstrate clearly the value of VR- based data visualization tools in genomic data analysis. If Phase I is successful, a VR walk-through immersive environment will be developed and evaluated in Phase II. The resulting commercial hardware/software package will provide significantly improved scientific data visualization and interpretation to assist genomics, proteomics and bioinformatics researchers, and pattern recognition system developers in the interpretation of their overwhelmingly complex experimental data. The resulting commercial hardware/software package will provide significantly improved scientific data visualization and interpretation to assist genomics, proteomics and bioinformatics researchers, and pattern recognition system developers in the interpretation of their overwhelmingly complex experimental data. The primary healthcare benefits that will accrue from this development will result from the accelerated development of diagnostics and treatments for diseases.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
3D Image Analysis Software for Breast Reconstruction Surgical Planning, Outcome Assessment & Clinical Consultation
-
批准号:10484568
-
项目类别:
-
资助金额:$20.38万
-
财政年份:2022
-
负责人:Fatima Aziz Merchant
-
依托单位:
3D Image Analysis Software for Breast Reconstruction Surgical Planning, Outcome Assessment & Clinical Consultation
-
批准号:10589908
-
项目类别:
-
资助金额:$19.42万
-
财政年份:2022
-
负责人:Fatima Aziz Merchant
-
依托单位:
RCMI Research Infrastructure Core
-
批准号:10259789
-
项目类别:
-
资助金额:$66.18万
-
财政年份:2020
-
负责人:Fatima Aziz Merchant
-
依托单位:
RCMI Research Infrastructure Core
-
批准号:10381564
-
项目类别:
-
资助金额:$58.1万
-
财政年份:2020
-
负责人:Fatima Aziz Merchant
-
依托单位:
RCMI Research Infrastructure Core
-
批准号:10644989
-
项目类别:
-
资助金额:$87.2万
-
财政年份:2020
-
负责人:Fatima Aziz Merchant
-
依托单位:
Improved Automated Urinalysis
-
批准号:7270783
-
项目类别:
-
资助金额:$10.61万
-
财政年份:2007
-
负责人:Fatima Aziz Merchant
-
依托单位:
3D Breast Anatomy Analysis in Cancer Treatment Planning and Outcome Assessment
-
批准号:7219169
-
项目类别:
-
资助金额:$12.53万
-
财政年份:2007
-
负责人:Fatima Aziz Merchant
-
依托单位:
Low Cost Automated Urinalysis using Spectral Data
-
批准号:6883492
-
项目类别:
-
资助金额:$10.0万
-
财政年份:2005
-
负责人:Fatima Aziz Merchant
-
依托单位:
Automated Detection of Gene Duplications or Deletions
-
批准号:6874478
-
项目类别:
-
资助金额:$35.99万
-
财政年份:2000
-
负责人:Fatima Aziz Merchant
-
依托单位:
Automated Detection of Gene Duplications or Deletions
-
批准号:6742066
-
项目类别:
-
资助金额:$40.6万
-
财政年份:2000
-
负责人:Fatima Aziz Merchant
-
依托单位:
AUTOMATED DETECTION OF GENE DUPLICATIONS OR DELETIONS
-
批准号:6074305
-
项目类别:
-
资助金额:$9.52万
-
财政年份:2000
-
负责人:Fatima Aziz Merchant
-
依托单位:
Improved Imaging for Precise Crytpic Anomaly Detection
-
批准号:6626029
-
项目类别:
-
资助金额:$31.39万
-
财政年份:1999
-
负责人:Fatima Aziz Merchant
-
依托单位:
Semi-Automated Prenatal Screening Using Maternal Blood
-
批准号:6727528
-
项目类别:
-
资助金额:$38.59万
-
财政年份:1999
-
负责人:Fatima Aziz Merchant
-
依托单位:
Semi-Automated Prenatal Screening Using Maternal Blood
-
批准号:6587458
-
项目类别:
-
资助金额:$31.45万
-
财政年份:1999
-
负责人:Fatima Aziz Merchant
-
依托单位:
Improved Imaging for Precise Crytpic Anomaly Detection
-
批准号:6484842
-
项目类别:
-
资助金额:$34.07万
-
财政年份:1999
-
负责人:Fatima Aziz Merchant
-
依托单位:
AUTOMATED DETECTION OF CRYPTIC REARRANGEMENTS
-
批准号:6014937
-
项目类别:
-
资助金额:$8.23万
-
财政年份:1999
-
负责人:Fatima Aziz Merchant
-
依托单位:
SEMI-AUTOMATED PRENATAL SCREENING USING MATERNAL BLOOD
-
批准号:2790412
-
项目类别:
-
资助金额:$8.16万
-
财政年份:1999
-
负责人:Fatima Aziz Merchant
-
依托单位:
AUTOMATED PRENATAL SCREENING USING MATERNAL BLOOD
-
批准号:2869901
-
项目类别:
-
资助金额:$32.47万
-
财政年份:1996
-
负责人:Fatima Aziz Merchant
-
依托单位:
AUTOMATED PRENATAL SCREENING USING MATERNAL BLOOD
-
批准号:6181868
-
项目类别:
-
资助金额:$26.79万
-
财政年份:1996
-
负责人:Fatima Aziz Merchant
-
依托单位:
海外基金